Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9873088 | 0.9084456 | 0.6463635 |
| bt | 0.9157054 | 0.6956858 | 0.4309611 |
| maxnet | 0.7796644 | 0.4695894 | NA |
| gam | 0.8122731 | 0.4968003 | 0.1880427 |
| glm | 0.7159326 | 0.3967089 | 0.0934067 |